{"id":"W2041745738","doi":"10.1016/j.cognition.2012.09.012","title":"The role of answer fluency and perceptual fluency as metacognitive cues for initiating analytic thinking","year":2012,"lang":"en","type":"article","venue":"Cognition","topic":"Decision-Making and Behavioral Economics","field":"Decision Sciences","cited_by":213,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Waterloo; University of Saskatchewan","funders":"","keywords":"Fluency; Psychology; Metacognition; Cognitive psychology; Perception; Processing fluency; Verbal fluency test; Feeling; Cognition; Metamemory; Social psychology; Neuropsychology; Mathematics education","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002815526,0.000138709,0.0002554256,0.0001698842,0.0005198712,0.0002615833,0.0002646493,0.00008686554,0.0001300459],"category_scores_gemma":[0.004338652,0.00009224516,0.0001347598,0.0002648855,0.0001808857,0.0008503317,0.00009656293,0.0001165902,0.0001142084],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002036326,"about_ca_system_score_gemma":0.00004395094,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000008829121,"about_ca_topic_score_gemma":0.00001436122,"domain_scores_codex":[0.9982064,0.000113421,0.0006156212,0.0002928172,0.0004847404,0.0002870154],"domain_scores_gemma":[0.9954948,0.003178225,0.0003638756,0.0002199849,0.0006486317,0.00009452106],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00008242283,0.00008149245,0.008634653,0.000003772104,0.00003075516,5.458274e-7,0.004946786,0.000003041661,0.001727836,0.002064054,0.00009530145,0.9823294],"study_design_scores_gemma":[0.0004893067,0.0002214299,0.01783236,0.00008623903,0.0002499238,0.00001710741,0.0366761,0.001081768,0.007509589,0.9325164,0.003059068,0.000260704],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.985388,0.0008012408,0.0006329238,0.00006470618,0.0002716736,0.000263125,0.00005179257,0.00002262515,0.01250392],"genre_scores_gemma":[0.9983963,0.00004548738,0.001147548,0.000167043,0.0001366213,0.00002901463,0.00001345239,0.00001338041,0.00005117787],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9820687,"threshold_uncertainty_score":0.5194086,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09725029981884653,"score_gpt":0.403945180666073,"score_spread":0.3066948808472265,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}